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A Novel Method for the Objective Identification of Hyperautofluorescent Ring in Retinitis Pigmentosa Using Binarization Processing
PURPOSE: To assess precision and accuracy of a new objective algorithm using binarization in a software for identifying the hyperautofluorescent ring (AF ring) in retinitis pigmentosa (RP) compared with subjective visual inspection. METHODS: Ultra-widefield AF images were obtained from 23 eyes of 13...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Association for Research in Vision and Ophthalmology
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6371951/ https://www.ncbi.nlm.nih.gov/pubmed/30775157 http://dx.doi.org/10.1167/tvst.8.1.20 |
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author | Hashimoto, Yohei Inoue, Tatsuya Ono, Takashi Lee, Jinhee Tsuneyoshi, Saori Fujita, Asahi Inoue, Yuji Ogawa, Shun Asaoka, Ryo Obata, Ryo |
author_facet | Hashimoto, Yohei Inoue, Tatsuya Ono, Takashi Lee, Jinhee Tsuneyoshi, Saori Fujita, Asahi Inoue, Yuji Ogawa, Shun Asaoka, Ryo Obata, Ryo |
author_sort | Hashimoto, Yohei |
collection | PubMed |
description | PURPOSE: To assess precision and accuracy of a new objective algorithm using binarization in a software for identifying the hyperautofluorescent ring (AF ring) in retinitis pigmentosa (RP) compared with subjective visual inspection. METHODS: Ultra-widefield AF images were obtained from 23 eyes of 13 patients with retinitis pigmentosa (RP). We defined the borders of the AF rings using semiautomatic binarization algorithm in Fiji software. We compared the degree of precision (intra- and interrater agreements) of this algorithm and that of subjective visual inspection (freehand method) using Jaccard indices (JIs). To compare the classification performance (whether 68 points of Humphrey Field Analyzer is classified as inside, on, or outside AF rings), we calculated percent agreement and weighted kappa statistic between the two methods. The relationship between the distance from the AF ring and retinal sensitivities was also investigated. RESULTS: The binarization method showed significantly higher JIs than the freehand method (for interrater: 0.94–0.95 vs. 0.73–0.78, respectively, P = 0.002; for intrarater: 0.95 vs. 0.68–0.71, respectively, P = 0.005). Percent agreement for classification between the two methods were 0.94 and weighted kappa statistic was 0.94 (P < 0.001). The retinal sensitivities decreased significantly and eccentrically from 2° inside to 3° outside the AF ring. CONCLUSIONS: Defining the AF ring in RP using the binarization algorithm showed significantly higher precision and the same degree of accuracy compared with visual inspection. TRANSLATION RELEVANCE: This novel method may enable quantitative analysis of the AF ring, an indicator of retinal function in RP. |
format | Online Article Text |
id | pubmed-6371951 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | The Association for Research in Vision and Ophthalmology |
record_format | MEDLINE/PubMed |
spelling | pubmed-63719512019-02-15 A Novel Method for the Objective Identification of Hyperautofluorescent Ring in Retinitis Pigmentosa Using Binarization Processing Hashimoto, Yohei Inoue, Tatsuya Ono, Takashi Lee, Jinhee Tsuneyoshi, Saori Fujita, Asahi Inoue, Yuji Ogawa, Shun Asaoka, Ryo Obata, Ryo Transl Vis Sci Technol Articles PURPOSE: To assess precision and accuracy of a new objective algorithm using binarization in a software for identifying the hyperautofluorescent ring (AF ring) in retinitis pigmentosa (RP) compared with subjective visual inspection. METHODS: Ultra-widefield AF images were obtained from 23 eyes of 13 patients with retinitis pigmentosa (RP). We defined the borders of the AF rings using semiautomatic binarization algorithm in Fiji software. We compared the degree of precision (intra- and interrater agreements) of this algorithm and that of subjective visual inspection (freehand method) using Jaccard indices (JIs). To compare the classification performance (whether 68 points of Humphrey Field Analyzer is classified as inside, on, or outside AF rings), we calculated percent agreement and weighted kappa statistic between the two methods. The relationship between the distance from the AF ring and retinal sensitivities was also investigated. RESULTS: The binarization method showed significantly higher JIs than the freehand method (for interrater: 0.94–0.95 vs. 0.73–0.78, respectively, P = 0.002; for intrarater: 0.95 vs. 0.68–0.71, respectively, P = 0.005). Percent agreement for classification between the two methods were 0.94 and weighted kappa statistic was 0.94 (P < 0.001). The retinal sensitivities decreased significantly and eccentrically from 2° inside to 3° outside the AF ring. CONCLUSIONS: Defining the AF ring in RP using the binarization algorithm showed significantly higher precision and the same degree of accuracy compared with visual inspection. TRANSLATION RELEVANCE: This novel method may enable quantitative analysis of the AF ring, an indicator of retinal function in RP. The Association for Research in Vision and Ophthalmology 2019-02-11 /pmc/articles/PMC6371951/ /pubmed/30775157 http://dx.doi.org/10.1167/tvst.8.1.20 Text en Copyright 2019 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. |
spellingShingle | Articles Hashimoto, Yohei Inoue, Tatsuya Ono, Takashi Lee, Jinhee Tsuneyoshi, Saori Fujita, Asahi Inoue, Yuji Ogawa, Shun Asaoka, Ryo Obata, Ryo A Novel Method for the Objective Identification of Hyperautofluorescent Ring in Retinitis Pigmentosa Using Binarization Processing |
title | A Novel Method for the Objective Identification of Hyperautofluorescent Ring in Retinitis Pigmentosa Using Binarization Processing |
title_full | A Novel Method for the Objective Identification of Hyperautofluorescent Ring in Retinitis Pigmentosa Using Binarization Processing |
title_fullStr | A Novel Method for the Objective Identification of Hyperautofluorescent Ring in Retinitis Pigmentosa Using Binarization Processing |
title_full_unstemmed | A Novel Method for the Objective Identification of Hyperautofluorescent Ring in Retinitis Pigmentosa Using Binarization Processing |
title_short | A Novel Method for the Objective Identification of Hyperautofluorescent Ring in Retinitis Pigmentosa Using Binarization Processing |
title_sort | novel method for the objective identification of hyperautofluorescent ring in retinitis pigmentosa using binarization processing |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6371951/ https://www.ncbi.nlm.nih.gov/pubmed/30775157 http://dx.doi.org/10.1167/tvst.8.1.20 |
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